5 papers
Fast Relax-and-Round Unit Commitment with Topological Constraints
Evan J. R. Brody, Charles Foltz, Eve Tsybina +2
Recent developments in the US knowledge economy have created a significant growth in datacenter loads, with two major consequences for power generation. First, to compensate for gr…
Agentic Artificial Intelligence for Power Systems: Strategies to Identify and Close Capability Gaps
Eve Tsybina, Samim Konjicija, Slaven Peles
The rapid expansion of AI-driven information infrastructure, particularly data centers, is placing unprecedented pressure on power systems and accelerating the pace at which new as…
Fast Relax-and-Round Unit Commitment with Sub-hourly Mechanical and Ramp Constraints
Shaked Regev, Eve Tsybina, Slaven Peles
We propose a novel computational method for unit commitment UC, which does not require linearized approximation and provides several orders of magnitude performance improvement ove…
Fast Relax-and-Round Unit Commitment with Economic Horizons
Shaked Regev, Evan J. R. Brody, Charles Foltz +2
The US energy system is under increasing pressure to serve expanding data centers loads and to accommodate a larger number of generating units with varying technologies and ownersh…
A Fast Relax-and-Round Approach to Unit Commitment for Data Center Own Generation
Shaked Regev, Eve Tsybina, Slaven Peles
The rapid growth of data centers increasingly requires data center operators to "bring own generation" to complement the available utility power plants to supply all or part of dat…